from sklearn_benchmarks.report import ReportingHpo, print_time_report, print_env_info

Gradient boosting: randomized HPO benchmarks

reporting_hpo = ReportingHpo(config="config.yml")
reporting_hpo.run()

Raw fit times vs. accuracy scores

Raw predict times vs. accuracy scores

Smoothed HPO Curves

The shaded areas represent boostrapped quartiles.

Speedup barplots

Speedup curves